aiga/Blog/Could MBTI® be coupled with Spiral Dynamics?

Could MBTI® be coupled with Spiral Dynamics?

We received this question after the publication of articles Simple SDTEST^® Gives Great Possibilities and Mathematical Psychology. The Myers-Briggs Type Indicator (MBTI^®) and Spiral Dynamics are two systems that categorize personality traits and motivational values, respectively. This article is dedicated to answering this question. It will show with a real example how to use the SDTEST^® V.U.C.A. poll designer.

Brief Overviews of the Systems

MBTI^® categorizes personality into 16 types based on preferences across four dichotomies: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, and Judging/Perceiving. It has been extensively validated and applied in career development, leadership, and team-building.

Spiral Dynamics maps the evolution of motivational value systems in a spectrum of colors or levels, from basic survivalist Beige to holistic-minded Turquoise. It builds on Clare Graves' theory of levels of human existence and has been used extensively in organizational development and coaching. SDTEST^®has 86453 results from 171 countries, results clustered into 7998 unique motivational patterns.

While both systems group people into "types", MBTI^® reflects non-hierarchical preferences while Spiral Dynamics depicts hierarchical development.

Possible Connections Between the Systems

Some relationships could potentially be theorized between MBTI^® types and Spiral levels based on apparent similarities in focus:

Intuitive types (N) may gravitate toward the holistic Yellow and Turquoise levels.
Sensing types (S) match the practical Red and Blue levels.
Thinking types (T) resonate with the objective, logical Orange level.
Feeling types (F) align with the harmonic Green level.

So Intuitive, Feeling types like INFJ could speculatively be associated with later Green and Yellow Spiral levels, while Sensing, Thinking types such as ISTJ fit earlier Blue and Orange levels.

Studying the correlation between Spiral Dynamics developmental stages and MBTI^® personality types could potentially yield some useful insights, but it also has limitations:

Potential benefits:

Seeing relationships between motivational values and personality preferences - e.g., Achiever Orange correlated with Thinking preference
Understanding interactions between developmental level and type - e.g., how INFJs may express differently at different Spiral levels
Explaining tensions within types via value differences - e.g., INTJs driven by power versus achievement
Mapping types/functions to transitional stages - e.g., Intuition in late Orange, Feeling in early Green

Limitations:

Differences in goals and validation of the two systems
Individuals express both multiple values and multifaceted personalities
Correlations may reinforce stereotypes about both frameworks

Intriguing connections may emerge, directly linking MBTI^® types to Spiral Dynamics levels.

The SDTEST^® V.U.C.A. poll designer

The SDTEST^® V.U.C.A. poll designer is as simple as Google Forms. Watch this two-minute video to get acquainted and compare. The main difference of the SDTEST® V.U.C.A. poll designer is the presence of an independent multilingual UI for changing the site language and poll form. If, for example, your primary site language is English, and you do the poll in 6 international UN languages, then you only need to use the language change window for the poll form. If you are doing this work together with colleagues whose primary language is Arabic, Chinese, Spanish, German, French, or other languages, then for their convenience, they can change the language of the site.

Create and share your Poll (MBTI^®)

Now you know the functionality of the Designer, and you can create your own, for example, MBTI^®.

We invite you to look “under the hood” of the poll Psychological Wellbeing (by Carol D. Ryff) we have already created. Developed by psychologist Carol D. Ryff, the 42-item Psychological Wellbeing (PWB) Scale. Source: Ryff, Carol D., Psychological Well-Being Revisited: Advances in Science and Practice, NIH Public Access, Psychother Psychosom, Vol.83, No.1, Pp.31, (2014). Watch the next two-minute video.

Now you need to share the link to your survey, and survey participants choose the language in which they are comfortable answering the questions. Watch the next one-minute video.

Poll results and their analysis

We do not have the results of the MBTI^® poll, so for example, we will use the poll “Psychological Wellbeing (by Carol D. Ryff)“ we used above.

Below you can read an abridged version of the results of our VUCA poll “Psychological Wellbeing (by Carol D. Ryff)“. The full version of the results is available for free in the FAQ section after login or registration.

Mafaufau lelei

siata Faamaopoopo

VUCA

Tau aogā taua o le coefficient faamaopoopoga

Masani tufatufaina, saunia e William Sealy Gosset (Tamaiti Aoga) r = 0.0482

Le masani ai tufatufaina, saunia e Spearman r = 0.002

Faʻailoa naʻo faʻaiuga > r = 0.0482

Tufatufaina	Le masani	Masani	Le masani	Masani	Masani	Masani	Masani	Masani
Fesili uma Fesili uma 1) Autonoy (o le a le tele o oe e te malie i ai pe le malie?) 2) Siosiomaga pulea (o le a le tele e te malie ai pe le malie?) 3) Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?) 4) Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?) 5) Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?) 6) Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
1) Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 1	-	Leaga vaivai -0.0558	Lelei vaivai 0.0676	Leaga vaivai -0.0365	Lelei vaivai 0.0393	Leaga vaivai -0.0529	Leaga vaivai -0.0127	Lelei vaivai 0.0449
Answer 2	-	Leaga vaivai -0.0261	Leaga vaivai -0.0290	Lelei vaivai 0.0153	Lelei vaivai 0.0293	Leaga vaivai -0.0012	Leaga vaivai -0.0298	Lelei vaivai 0.0199
Answer 3	-	Lelei vaivai 0.0405	Leaga vaivai -0.0317	Lelei vaivai 0.0173	Leaga vaivai -0.0338	Lelei vaivai 0.0112	Lelei vaivai 0.0444	Leaga vaivai -0.0358
Answer 4	-	Lelei vaivai 0.0429	Leaga vaivai -0.0131	Lelei vaivai 0.0265	Lelei vaivai 0.0020	Leaga vaivai -0.0138	Leaga vaivai -0.0532	Lelei vaivai 0.0163
Answer 5	-	Leaga vaivai -0.0057	Leaga vaivai -0.0091	Leaga vaivai -0.0140	Leaga vaivai -0.0211	Lelei vaivai 0.0745	Lelei vaivai 0.0497	Leaga vaivai -0.0707
Answer 6	-	Lelei vaivai 0.0575	Leaga vaivai -0.0324	Lelei vaivai 0.0395	Leaga vaivai -0.0276	Lelei vaivai 0.0083	Leaga vaivai -0.0055	Leaga vaivai -0.0267
Answer 7	-	Lelei vaivai 0.0361	Lelei vaivai 0.0252	Leaga vaivai -0.0341	Leaga vaivai -0.0617	Lelei vaivai 0.0284	Lelei vaivai 0.0224	Lelei vaivai 0.0072
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 8	-	Lelei vaivai 0.0017	Lelei vaivai 0.0307	Lelei vaivai 0.0295	Leaga vaivai -0.0243	Leaga vaivai -0.0375	Leaga vaivai -0.0875	Lelei vaivai 0.0855
Answer 9	-	Leaga vaivai -0.0530	Leaga vaivai -0.0031	Lelei vaivai 0.0107	Lelei vaivai 0.0472	Leaga vaivai -0.0140	Lelei vaivai 0.0100	Leaga vaivai -0.0128
Answer 10	-	Leaga vaivai -0.0471	Leaga vaivai -0.0408	Leaga vaivai -0.0483	Lelei vaivai 0.0025	Lelei vaivai 0.0132	Lelei vaivai 0.0653	Lelei vaivai 0.0265
Answer 11	-	Lelei vaivai 0.0353	Lelei vaivai 0.0306	Lelei vaivai 0.0154	Leaga vaivai -0.0026	Leaga vaivai -0.0290	Lelei vaivai 0.0134	Leaga vaivai -0.0371
Answer 12	-	Lelei vaivai 0.0408	Lelei vaivai 0.0031	Leaga vaivai -0.0341	Lelei vaivai 0.0154	Lelei vaivai 0.0483	Lelei vaivai 0.0154	Leaga vaivai -0.0724
Answer 13	-	Lelei vaivai 0.0582	Leaga vaivai -0.0347	Lelei vaivai 0.0334	Leaga vaivai -0.0588	Lelei vaivai 0.0337	Leaga vaivai -0.0004	Leaga vaivai -0.0193
Answer 14	-	Lelei vaivai 0.0482	Lelei vaivai 0.0250	Leaga vaivai -0.0119	Leaga vaivai -0.0165	Lelei vaivai 0.0200	Leaga vaivai -0.0004	Leaga vaivai -0.0343
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 15	-	Lelei vaivai 0.0680	Lelei vaivai 0.0185	Lelei vaivai 0.0379	Leaga vaivai -0.0547	Lelei vaivai 0.0436	Leaga vaivai -0.0247	Leaga vaivai -0.0567
Answer 16	-	Lelei vaivai 0.0594	Lelei vaivai 0.0231	Lelei vaivai 0.0391	Lelei vaivai 0.0189	Leaga vaivai -0.0190	Leaga vaivai -0.0272	Leaga vaivai -0.0633
Answer 17	-	Leaga vaivai -0.0189	Leaga vaivai -0.0165	Leaga vaivai -0.0376	Lelei vaivai 0.0786	Lelei vaivai 0.0087	Lelei vaivai 0.0229	Leaga vaivai -0.0502
Answer 18	-	Leaga vaivai -0.0164	Lelei vaivai 0.0050	Leaga vaivai -0.0325	Leaga vaivai -0.0199	Lelei vaivai 0.0074	Leaga vaivai -0.0037	Lelei vaivai 0.0531
Answer 19	-	Lelei vaivai 0.0176	Lelei vaivai 0.0442	Leaga vaivai -0.0243	Leaga vaivai -0.0228	Leaga vaivai -0.0159	Lelei vaivai 0.0415	Leaga vaivai -0.0123
Answer 20	-	Leaga vaivai -0.0403	Leaga vaivai -0.0294	Lelei vaivai 0.0089	Lelei vaivai 0.0135	Leaga vaivai -0.0523	Lelei vaivai 0.0278	Lelei vaivai 0.0478
Answer 21	-	Leaga vaivai -0.0506	Leaga vaivai -0.0313	Lelei vaivai 0.0166	Leaga vaivai -0.0550	Lelei vaivai 0.0413	Leaga vaivai -0.0380	Lelei vaivai 0.0827
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 22	-	Leaga vaivai -0.0263	Lelei vaivai 0.0357	Lelei vaivai 0.0129	Leaga vaivai -0.0489	Leaga vaivai -0.0227	Leaga vaivai -0.0359	Lelei vaivai 0.0818
Answer 23	-	Leaga vaivai -0.0503	Leaga vaivai -0.0164	Leaga vaivai -0.0078	Lelei vaivai 0.0113	Leaga vaivai -0.0093	Lelei vaivai 0.0093	Lelei vaivai 0.0396
Answer 24	-	Lelei vaivai 0.0427	Leaga vaivai -0.0433	Leaga vaivai -0.0081	Lelei vaivai 0.0618	Leaga vaivai -0.0214	Lelei vaivai 0.0539	Leaga vaivai -0.0788
Answer 25	-	Lelei vaivai 0.0160	Lelei vaivai 0.0102	Lelei vaivai 0.0173	Leaga vaivai -0.0114	Leaga vaivai -0.0138	Leaga vaivai -0.0189	Lelei vaivai 0.0074
Answer 26	-	Leaga vaivai -0.0047	Leaga vaivai -0.0178	Leaga vaivai -0.0198	Leaga vaivai -0.0157	Lelei vaivai 0.0735	Leaga vaivai -0.0056	Leaga vaivai -0.0176
Answer 27	-	Lelei vaivai 0.0568	Lelei vaivai 0.0128	Lelei vaivai 0.0057	Lelei vaivai 0.0019	Lelei vaivai 0.0707	Leaga vaivai -0.0088	Leaga vaivai -0.1106
Answer 28	-	Lelei vaivai 0.0439	Lelei vaivai 0.0471	Leaga vaivai -0.0050	Lelei vaivai 0.0024	Leaga vaivai -0.0283	Lelei vaivai 0.0017	Leaga vaivai -0.0262
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 29	-	Lelei vaivai 0.0843	Lelei vaivai 0.0319	Leaga vaivai -0.0135	Leaga vaivai -0.0311	Lelei vaivai 0.0440	Leaga vaivai -0.0272	Leaga vaivai -0.0531
Answer 30	-	Lelei vaivai 0.0312	Leaga vaivai -0.0196	Lelei vaivai 0.0299	Leaga vaivai -0.0624	Lelei vaivai 0.0259	Lelei vaivai 0.0129	Leaga vaivai -0.0101
Answer 31	-	Leaga vaivai -0.0181	Leaga vaivai -0.0360	Leaga vaivai -0.0001	Leaga vaivai -0.0228	Lelei vaivai 0.0369	Lelei vaivai 0.0012	Lelei vaivai 0.0235
Answer 32	-	Lelei vaivai 0.0338	Lelei vaivai 0.0414	Lelei vaivai 0.0287	Lelei vaivai 0.0114	Leaga vaivai -0.0254	Leaga vaivai -0.0220	Leaga vaivai -0.0378
Answer 33	-	Leaga vaivai -0.0126	Lelei vaivai 0.0012	Leaga vaivai -0.0265	Lelei vaivai 0.0215	Lelei vaivai 0.0404	Leaga vaivai -0.0319	Leaga vaivai -0.0014
Answer 34	-	Leaga vaivai -0.0064	Leaga vaivai -0.0286	Leaga vaivai -0.0258	Lelei vaivai 0.0040	Leaga vaivai -0.0130	Lelei vaivai 0.0534	Lelei vaivai 0.0061
Answer 35	-	Leaga vaivai -0.0697	Lelei vaivai 0.0268	Lelei vaivai 0.0038	Lelei vaivai 0.0668	Leaga vaivai -0.0825	Leaga vaivai -0.0057	Lelei vaivai 0.0418
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 36	-	Lelei vaivai 0.0914	Lelei vaivai 0.0302	Leaga vaivai -0.0085	Leaga vaivai -0.0605	Lelei vaivai 0.0573	Lelei vaivai 0.0056	Leaga vaivai -0.0735
Answer 37	-	Lelei vaivai 0.0622	Lelei vaivai 0.0227	Lelei vaivai 0.0134	Leaga vaivai -0.0153	Lelei vaivai 0.0132	Leaga vaivai -0.0053	Leaga vaivai -0.0556
Answer 38	-	Leaga vaivai -0.0540	Leaga vaivai -0.0463	Leaga vaivai -0.0018	Lelei vaivai 0.0334	Lelei vaivai 0.0493	Leaga vaivai -0.0097	Leaga vaivai -0.0053
Answer 39	-	Lelei vaivai 0.0219	Leaga vaivai -0.0071	Leaga vaivai -0.0001	Leaga vaivai -0.0170	Leaga vaivai -0.0626	Lelei vaivai 0.0254	Lelei vaivai 0.0475
Answer 40	-	Leaga vaivai -0.0453	Leaga vaivai -0.0232	Leaga vaivai -0.0104	Lelei vaivai 0.0256	Leaga vaivai -0.0203	Lelei vaivai 0.0328	Lelei vaivai 0.0170
Answer 41	-	Leaga vaivai -0.0448	Leaga vaivai -0.0232	Leaga vaivai -0.0166	Lelei vaivai 0.0445	Leaga vaivai -0.0535	Lelei vaivai 0.0139	Lelei vaivai 0.0497
Answer 42	-	Leaga vaivai -0.0258	Lelei vaivai 0.0510	Lelei vaivai 0.0203	Leaga vaivai -0.0185	Lelei vaivai 0.0032	Leaga vaivai -0.0527	Lelei vaivai 0.0282
Autonoy (o le a le tele o oe e te malie i ai pe le malie?)
Answer 43	-	Leaga vaivai -0.0520	Lelei vaivai 0.0292	Lelei vaivai 0.0515	Lelei vaivai 0.0187	Leaga vaivai -0.0615	Leaga vaivai -0.0733	Lelei vaivai 0.0710
Answer 44	-	Leaga vaivai -0.0082	Leaga vaivai -0.0399	Leaga vaivai -0.0281	Lelei vaivai 0.0100	Lelei vaivai 0.0101	Lelei vaivai 0.0723	Leaga vaivai -0.0252
Answer 45	-	Leaga vaivai -0.0070	Lelei vaivai 0.0138	Leaga vaivai -0.0275	Leaga vaivai -0.0176	Lelei vaivai 0.0455	Lelei vaivai 0.0165	Leaga vaivai -0.0184
Answer 46	-	Lelei vaivai 0.0504	Leaga vaivai -0.0165	Lelei vaivai 0.0110	Leaga vaivai -0.0223	Lelei vaivai 0.0118	Lelei vaivai 0.0138	Leaga vaivai -0.0343
Answer 47	-	Lelei vaivai 0.0315	Leaga vaivai -0.0030	Leaga vaivai -0.0234	Lelei vaivai 0.0309	Lelei vaivai 0.0066	Lelei vaivai 0.0145	Leaga vaivai -0.0479
Answer 48	-	Lelei vaivai 0.0358	Lelei vaivai 0.0178	Lelei vaivai 0.0072	Leaga vaivai -0.0116	Lelei vaivai 0.0100	Leaga vaivai -0.0365	Leaga vaivai -0.0049
Answer 49	-	Lelei vaivai 0.0441	Lelei vaivai 0.0063	Leaga vaivai -0.0222	Leaga vaivai -0.0371	Lelei vaivai 0.0292	Leaga vaivai -0.0161	Lelei vaivai 0.0095
2) Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 50	-	Leaga vaivai -0.0481	Leaga vaivai -0.0219	Lelei vaivai 0.0087	Lelei vaivai 0.0764	Leaga vaivai -0.0376	Leaga vaivai -0.1025	Lelei vaivai 0.0850
Answer 51	-	Leaga vaivai -0.0039	Leaga vaivai -0.0114	Lelei vaivai 0.0031	Leaga vaivai -0.0270	Lelei vaivai 0.0048	Lelei vaivai 0.0310	Leaga vaivai -0.0014
Answer 52	-	Lelei vaivai 0.0249	Leaga vaivai -0.0345	Leaga vaivai -0.0077	Leaga vaivai -0.0170	Leaga vaivai -0.0084	Lelei vaivai 0.0906	Leaga vaivai -0.0407
Answer 53	-	Lelei vaivai 0.0077	Leaga vaivai -0.0041	Leaga vaivai -0.0098	Leaga vaivai -0.0210	Leaga vaivai -0.0010	Leaga vaivai -0.0094	Lelei vaivai 0.0406
Answer 54	-	Lelei vaivai 0.0078	Lelei vaivai 0.0307	Lelei vaivai 0.0123	Leaga vaivai -0.0081	Lelei vaivai 0.0205	Leaga vaivai -0.0037	Leaga vaivai -0.0423
Answer 55	-	Lelei vaivai 0.0442	Lelei vaivai 0.0243	Leaga vaivai -0.0191	Leaga vaivai -0.0098	Lelei vaivai 0.0711	Lelei vaivai 0.0021	Leaga vaivai -0.0867
Answer 56	-	Lelei vaivai 0.0061	Lelei vaivai 0.1030	Lelei vaivai 0.0084	Leaga vaivai -0.0361	Leaga vaivai -0.0145	Lelei vaivai 0.0113	Leaga vaivai -0.0327
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 57	-	Lelei vaivai 0.0625	Lelei vaivai 0.0863	Lelei vaivai 0.0493	Leaga vaivai -0.0781	Lelei vaivai 0.0043	Leaga vaivai -0.0346	Leaga vaivai -0.0331
Answer 58	-	Lelei vaivai 0.0696	Lelei vaivai 0.0345	Leaga vaivai -0.0277	Leaga vaivai -0.0328	Lelei vaivai 0.0100	Lelei vaivai 0.0695	Leaga vaivai -0.0746
Answer 59	-	Leaga vaivai -0.0123	Leaga vaivai -0.0306	Lelei vaivai 0.0133	Lelei vaivai 0.0106	Leaga vaivai -0.0011	Lelei vaivai 0.0224	Leaga vaivai -0.0153
Answer 60	-	Lelei vaivai 0.0146	Leaga vaivai -0.0082	Leaga vaivai -0.0001	Leaga vaivai -0.0086	Lelei vaivai 0.0054	Leaga vaivai -0.0065	Lelei vaivai 0.0053
Answer 61	-	Leaga vaivai -0.0057	Lelei vaivai 0.0194	Lelei vaivai 0.0007	Lelei vaivai 0.0056	Leaga vaivai -0.0054	Leaga vaivai -0.0167	Lelei vaivai 0.0032
Answer 62	-	Leaga vaivai -0.0547	Leaga vaivai -0.0798	Leaga vaivai -0.0001	Lelei vaivai 0.0034	Lelei vaivai 0.0035	Lelei vaivai 0.0108	Lelei vaivai 0.0675
Answer 63	-	Leaga vaivai -0.0554	Lelei vaivai 0.0014	Leaga vaivai -0.0218	Lelei vaivai 0.0779	Leaga vaivai -0.0152	Leaga vaivai -0.0596	Lelei vaivai 0.0417
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 64	-	Lelei vaivai 0.0568	Lelei vaivai 0.0937	Lelei vaivai 0.0469	Leaga vaivai -0.0785	Leaga vaivai -0.0060	Leaga vaivai -0.0389	Leaga vaivai -0.0184
Answer 65	-	Lelei vaivai 0.0144	Lelei vaivai 0.0567	Leaga vaivai -0.0122	Leaga vaivai -0.0489	Lelei vaivai 0.0327	Lelei vaivai 0.0345	Leaga vaivai -0.0441
Answer 66	-	Lelei vaivai 0.0521	Leaga vaivai -0.0288	Lelei vaivai 0.0003	Leaga vaivai -0.0204	Lelei vaivai 0.0111	Lelei vaivai 0.0173	Leaga vaivai -0.0215
Answer 67	-	Lelei vaivai 0.0159	Lelei vaivai 0.0335	Leaga vaivai -0.0064	Leaga vaivai -0.0079	Leaga vaivai -0.0429	Lelei vaivai 0.0302	Leaga vaivai -0.0021
Answer 68	-	Leaga vaivai -0.0520	Leaga vaivai -0.0249	Leaga vaivai -0.0168	Lelei vaivai 0.0529	Lelei vaivai 0.0091	Lelei vaivai 0.0217	Leaga vaivai -0.0144
Answer 69	-	Leaga vaivai -0.0453	Leaga vaivai -0.0591	Lelei vaivai 0.0464	Lelei vaivai 0.0127	Leaga vaivai -0.0266	Leaga vaivai -0.0203	Lelei vaivai 0.0529
Answer 70	-	Leaga vaivai -0.0395	Leaga vaivai -0.0425	Leaga vaivai -0.0501	Lelei vaivai 0.0785	Lelei vaivai 0.0177	Leaga vaivai -0.0492	Lelei vaivai 0.0418
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 71	-	Lelei vaivai 0.0098	Leaga vaivai -0.0565	Lelei vaivai 0.0031	Leaga vaivai -0.0008	Lelei vaivai 0.0102	Leaga vaivai -0.0545	Lelei vaivai 0.0640
Answer 72	-	Leaga vaivai -0.0431	Leaga vaivai -0.0667	Lelei vaivai 0.0160	Lelei vaivai 0.0448	Lelei vaivai 0.0015	Leaga vaivai -0.0400	Lelei vaivai 0.0383
Answer 73	-	Lelei vaivai 0.0106	Lelei vaivai 0.0164	Leaga vaivai -0.0163	Leaga vaivai -0.0156	Lelei vaivai 0.0089	Lelei vaivai 0.0256	Leaga vaivai -0.0180
Answer 74	-	Lelei vaivai 0.0569	Lelei vaivai 0.0452	Leaga vaivai -0.0223	Leaga vaivai -0.0249	Leaga vaivai -0.0312	Lelei vaivai 0.0314	Leaga vaivai -0.0143
Answer 75	-	Leaga vaivai -0.0152	Lelei vaivai 0.0256	Leaga vaivai -0.0073	Leaga vaivai -0.0002	Lelei vaivai 0.0095	Lelei vaivai 0.0604	Leaga vaivai -0.0570
Answer 76	-	Leaga vaivai -0.0032	Lelei vaivai 0.0609	Leaga vaivai -0.0042	Lelei vaivai 0.0015	Leaga vaivai -0.0071	Lelei vaivai 0.0334	Leaga vaivai -0.0545
Answer 77	-	Lelei vaivai 0.0081	Lelei vaivai 0.0659	Lelei vaivai 0.0362	Leaga vaivai -0.0421	Leaga vaivai -0.0037	Leaga vaivai -0.0188	Leaga vaivai -0.0148
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 78	-	Lelei vaivai 0.0382	Lelei vaivai 0.0444	Lelei vaivai 0.0479	Leaga vaivai -0.0695	Leaga vaivai -0.0611	Leaga vaivai -0.0123	Lelei vaivai 0.0462
Answer 79	-	Lelei vaivai 0.0104	Lelei vaivai 0.0621	Lelei vaivai 0.0080	Leaga vaivai -0.0499	Leaga vaivai -0.0280	Lelei vaivai 0.0167	Lelei vaivai 0.0116
Answer 80	-	Lelei vaivai 0.0208	Leaga vaivai -0.0386	Lelei vaivai 0.0218	Leaga vaivai -0.0798	Lelei vaivai 0.0155	Lelei vaivai 0.0023	Lelei vaivai 0.0496
Answer 81	-	Leaga vaivai -0.0122	Lelei vaivai 0.0067	Lelei vaivai 0.0058	Leaga vaivai -0.0461	Leaga vaivai -0.0063	Lelei vaivai 0.0392	Lelei vaivai 0.0180
Answer 82	-	Leaga vaivai -0.0369	Leaga vaivai -0.0102	Lelei vaivai 0.0064	Leaga vaivai -0.0004	Lelei vaivai 0.0162	Lelei vaivai 0.0126	Leaga vaivai -0.0044
Answer 83	-	Leaga vaivai -0.0257	Leaga vaivai -0.0569	Leaga vaivai -0.0529	Lelei vaivai 0.0457	Lelei vaivai 0.0331	Lelei vaivai 0.0556	Leaga vaivai -0.0260
Answer 84	-	Lelei vaivai 0.0086	Lelei vaivai 0.0049	Leaga vaivai -0.0170	Lelei vaivai 0.1485	Lelei vaivai 0.0142	Leaga vaivai -0.0991	Leaga vaivai -0.0685
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 85	-	Leaga vaivai -0.0240	Leaga vaivai -0.0003	Lelei vaivai 0.0010	Lelei vaivai 0.1101	Lelei vaivai 0.0074	Leaga vaivai -0.1284	Lelei vaivai 0.0079
Answer 86	-	Leaga vaivai -0.0275	Leaga vaivai -0.0476	Lelei vaivai 0.0319	Leaga vaivai -0.0164	Leaga vaivai -0.0274	Lelei vaivai 0.0617	Lelei vaivai 0.0094
Answer 87	-	Leaga vaivai -0.0038	Lelei vaivai 6.37E-5	Leaga vaivai -0.0328	Leaga vaivai -0.0462	Lelei vaivai 0.0148	Lelei vaivai 0.0608	Lelei vaivai 0.0097
Answer 88	-	Lelei vaivai 0.0529	Lelei vaivai 0.0141	Leaga vaivai -0.0279	Leaga vaivai -0.0625	Lelei vaivai 0.0121	Lelei vaivai 0.0255	Lelei vaivai 0.0110
Answer 89	-	Lelei vaivai 0.0454	Lelei vaivai 0.0206	Lelei vaivai 0.0374	Leaga vaivai -0.0039	Leaga vaivai -0.0393	Lelei vaivai 0.0002	Leaga vaivai -0.0345
Answer 90	-	Lelei vaivai 0.0346	Lelei vaivai 0.0293	Leaga vaivai -0.0238	Leaga vaivai -0.0278	Lelei vaivai 0.0287	Lelei vaivai 0.0120	Leaga vaivai -0.0280
Answer 91	-	Leaga vaivai -0.0370	Lelei vaivai 0.0514	Leaga vaivai -0.0034	Leaga vaivai -0.0341	Lelei vaivai 0.0259	Lelei vaivai 0.0066	Leaga vaivai -0.0018
Siosiomaga pulea (o le a le tele e te malie ai pe le malie?)
Answer 92	-	Lelei vaivai 0.0530	Lelei vaivai 0.0562	Lelei vaivai 0.0236	Leaga vaivai -0.0948	Lelei vaivai 0.0110	Lelei vaivai 0.0346	Leaga vaivai -0.0341
Answer 93	-	Lelei vaivai 0.0141	Lelei vaivai 0.0545	Lelei vaivai 0.0008	Leaga vaivai -0.0395	Leaga vaivai -0.0056	Lelei vaivai 0.0031	Leaga vaivai -0.0024
Answer 94	-	Lelei vaivai 0.0473	Leaga vaivai -0.0192	Leaga vaivai -0.0083	Leaga vaivai -0.0314	Lelei vaivai 0.0013	Lelei vaivai 0.0416	Leaga vaivai -0.0150
Answer 95	-	Leaga vaivai -0.0116	Leaga vaivai -0.0116	Lelei vaivai 0.0239	Lelei vaivai 0.0083	Leaga vaivai -0.0109	Lelei vaivai 0.0139	Leaga vaivai -0.0141
Answer 96	-	Leaga vaivai -0.0103	Leaga vaivai -0.0217	Leaga vaivai -0.0032	Leaga vaivai -0.0035	Leaga vaivai -0.0090	Lelei vaivai 0.0329	Lelei vaivai 0.0048
Answer 97	-	Leaga vaivai -0.0565	Leaga vaivai -0.0412	Leaga vaivai -0.0104	Lelei vaivai 0.0414	Lelei vaivai 0.0073	Leaga vaivai -0.0191	Lelei vaivai 0.0375
Answer 98	-	Leaga vaivai -0.0328	Leaga vaivai -0.0097	Leaga vaivai -0.0169	Lelei vaivai 0.1000	Lelei vaivai 0.0042	Leaga vaivai -0.0916	Lelei vaivai 0.0162
3) Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 99	-	Leaga vaivai -0.0376	Leaga vaivai -0.1286	Lelei vaivai 0.0035	Leaga vaivai -0.0027	Leaga vaivai -0.0406	Leaga vaivai -0.0230	Lelei vaivai 0.1634
Answer 100	-	Leaga vaivai -0.0266	Lelei vaivai 0.0663	Leaga vaivai -0.0006	Lelei vaivai 0.0406	Lelei vaivai 0.0282	Lelei vaivai 0.0295	Leaga vaivai -0.1165
Answer 101	-	Lelei vaivai 0.0727	Lelei vaivai 0.0542	Leaga vaivai -0.0141	Leaga vaivai -0.0062	Lelei vaivai 0.0436	Lelei vaivai 0.0034	Leaga vaivai -0.1072
Answer 102	-	Lelei vaivai 0.0417	Lelei vaivai 0.0634	Leaga vaivai -0.0091	Leaga vaivai -0.0458	Lelei vaivai 0.0007	Leaga vaivai -0.0041	Leaga vaivai -0.0096
Answer 103	-	Lelei vaivai 0.0047	Lelei vaivai 0.0649	Lelei vaivai 0.0212	Leaga vaivai -0.0120	Leaga vaivai -0.0186	Lelei vaivai 0.0133	Leaga vaivai -0.0433
Answer 104	-	Lelei vaivai 0.0242	Lelei vaivai 0.0083	Leaga vaivai -0.0307	Leaga vaivai -0.0103	Lelei vaivai 0.0282	Lelei vaivai 0.0219	Leaga vaivai -0.0276
Answer 105	-	Lelei vaivai 0.0234	Lelei vaivai 0.0429	Lelei vaivai 0.0315	Leaga vaivai -0.0367	Leaga vaivai -0.0220	Leaga vaivai -0.0333	Lelei vaivai 0.0133
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 106	-	Lelei vaivai 0.0019	Leaga vaivai -0.0017	Lelei vaivai 0.0116	Lelei vaivai 0.0301	Leaga vaivai -0.0167	Leaga vaivai -0.0077	Leaga vaivai -0.0164
Answer 107	-	Lelei vaivai 0.0136	Lelei vaivai 0.0255	Leaga vaivai -0.0062	Lelei vaivai 0.0223	Lelei vaivai 0.0276	Leaga vaivai -0.0336	Leaga vaivai -0.0393
Answer 108	-	Lelei vaivai 0.0285	Lelei vaivai 0.1232	Leaga vaivai -0.0184	Leaga vaivai -0.0329	Lelei vaivai 0.0138	Leaga vaivai -0.0081	Leaga vaivai -0.0525
Answer 109	-	Lelei vaivai 0.1145	Lelei vaivai 0.0304	Leaga vaivai -0.0383	Leaga vaivai -0.0233	Leaga vaivai -0.0053	Leaga vaivai -0.0005	Leaga vaivai -0.0323
Answer 110	-	Lelei vaivai 0.0514	Lelei vaivai 0.0810	Leaga vaivai -0.0114	Lelei vaivai 0.0176	Lelei vaivai 0.0001	Lelei vaivai 0.0296	Leaga vaivai -0.1159
Answer 111	-	Leaga vaivai -0.0147	Lelei vaivai 0.0526	Leaga vaivai -0.0260	Lelei vaivai 0.0170	Lelei vaivai 0.0182	Lelei vaivai 0.0931	Leaga vaivai -0.1129
Answer 112	-	Leaga vaivai -0.0767	Leaga vaivai -0.1355	Lelei vaivai 0.0415	Leaga vaivai -0.0247	Leaga vaivai -0.0165	Leaga vaivai -0.0584	Lelei vaivai 0.1867
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 113	-	Lelei vaivai 0.0571	Lelei vaivai 0.0569	Lelei vaivai 0.0253	Leaga vaivai -0.0376	Leaga vaivai -0.0090	Leaga vaivai -0.0305	Leaga vaivai -0.0211
Answer 114	-	Lelei vaivai 0.0226	Lelei vaivai 0.0455	Lelei vaivai 0.0207	Leaga vaivai -0.0316	Leaga vaivai -0.0107	Leaga vaivai -0.0178	Leaga vaivai -0.0048
Answer 115	-	Lelei vaivai 0.0143	Lelei vaivai 0.0882	Lelei vaivai 0.0018	Leaga vaivai -0.0286	Lelei vaivai 0.0130	Lelei vaivai 0.0248	Leaga vaivai -0.0732
Answer 116	-	Lelei vaivai 0.1073	Lelei vaivai 0.0293	Leaga vaivai -0.0215	Leaga vaivai -0.0142	Lelei vaivai 0.0249	Leaga vaivai -0.0360	Leaga vaivai -0.0469
Answer 117	-	Lelei vaivai 0.0671	Lelei vaivai 0.0620	Leaga vaivai -0.0242	Leaga vaivai -0.0197	Lelei vaivai 0.0209	Lelei vaivai 0.0056	Leaga vaivai -0.0656
Answer 118	-	Leaga vaivai -0.0055	Leaga vaivai -0.0191	Leaga vaivai -0.0238	Leaga vaivai -0.0591	Lelei vaivai 0.0255	Lelei vaivai 0.0746	Lelei vaivai 0.0079
Answer 119	-	Leaga vaivai -0.1150	Leaga vaivai -0.1053	Lelei vaivai 0.0225	Lelei vaivai 0.0970	Leaga vaivai -0.0396	Leaga vaivai -0.0334	Lelei vaivai 0.0898
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 120	-	Leaga vaivai -0.0604	Leaga vaivai -0.0718	Leaga vaivai -0.0154	Leaga vaivai -0.0212	Leaga vaivai -0.0176	Leaga vaivai -0.0200	Lelei vaivai 0.1496
Answer 121	-	Leaga vaivai -0.0128	Lelei vaivai 0.0234	Leaga vaivai -0.0222	Lelei vaivai 0.0499	Lelei vaivai 0.0027	Lelei vaivai 0.0259	Leaga vaivai -0.0600
Answer 122	-	Lelei vaivai 0.0266	Lelei vaivai 0.0279	Leaga vaivai -0.0116	Lelei vaivai 0.0046	Lelei vaivai 0.0765	Lelei vaivai 0.0108	Leaga vaivai -0.1114
Answer 123	-	Lelei vaivai 0.0789	Lelei vaivai 0.0466	Lelei vaivai 0.0118	Leaga vaivai -0.0132	Leaga vaivai -0.0208	Leaga vaivai -0.0110	Leaga vaivai -0.0454
Answer 124	-	Lelei vaivai 0.0256	Lelei vaivai 0.0301	Lelei vaivai 0.0411	Leaga vaivai -0.0255	Leaga vaivai -0.0052	Leaga vaivai -0.0093	Leaga vaivai -0.0326
Answer 125	-	Lelei vaivai 0.0237	Lelei vaivai 0.0517	Lelei vaivai 0.0445	Leaga vaivai -0.0113	Leaga vaivai -0.0582	Lelei vaivai 0.0436	Leaga vaivai -0.0546
Answer 126	-	Lelei vaivai 0.0609	Leaga vaivai -0.0003	Lelei vaivai 0.0664	Leaga vaivai -0.0445	Leaga vaivai -0.0050	Leaga vaivai -0.0473	Leaga vaivai -0.0066
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 127	-	Lelei vaivai 0.0578	Lelei vaivai 0.0950	Lelei vaivai 0.0470	Leaga vaivai -0.0356	Leaga vaivai -0.0162	Leaga vaivai -0.0222	Leaga vaivai -0.0658
Answer 128	-	Lelei vaivai 0.0214	Lelei vaivai 0.0119	Lelei vaivai 0.0498	Lelei vaivai 0.0130	Leaga vaivai -0.0223	Leaga vaivai -0.0389	Leaga vaivai -0.0199
Answer 129	-	Lelei vaivai 0.0548	Lelei vaivai 0.0636	Leaga vaivai -0.0039	Lelei vaivai 0.0139	Lelei vaivai 0.0474	Lelei vaivai 0.0243	Leaga vaivai -0.1487
Answer 130	-	Lelei vaivai 0.0279	Lelei vaivai 0.0214	Leaga vaivai -0.0165	Leaga vaivai -0.0390	Lelei vaivai 0.0047	Lelei vaivai 0.0346	Leaga vaivai -0.0172
Answer 131	-	Lelei vaivai 0.0540	Lelei vaivai 0.0191	Leaga vaivai -0.0556	Leaga vaivai -0.0046	Lelei vaivai 0.0089	Lelei vaivai 0.0495	Leaga vaivai -0.0445
Answer 132	-	Leaga vaivai -0.0566	Leaga vaivai -0.0778	Lelei vaivai 0.0087	Leaga vaivai -0.0024	Lelei vaivai 0.0248	Lelei vaivai 0.0123	Lelei vaivai 0.0487
Answer 133	-	Leaga vaivai -0.0914	Leaga vaivai -0.0656	Leaga vaivai -0.0169	Lelei vaivai 0.0321	Leaga vaivai -0.0450	Leaga vaivai -0.0481	Lelei vaivai 0.1618
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 134	-	Lelei vaivai 0.0296	Lelei vaivai 0.0272	Lelei vaivai 0.0025	Leaga vaivai -0.0289	Leaga vaivai -0.0035	Leaga vaivai -0.0066	Leaga vaivai -0.0038
Answer 135	-	Lelei vaivai 0.0582	Lelei vaivai 0.0889	Leaga vaivai -0.0068	Leaga vaivai -0.0126	Lelei vaivai 0.0237	Leaga vaivai -0.0188	Leaga vaivai -0.0770
Answer 136	-	Lelei vaivai 0.0208	Lelei vaivai 0.0390	Lelei vaivai 0.0059	Lelei vaivai 0.0154	Leaga vaivai -0.0130	Lelei vaivai 0.0202	Leaga vaivai -0.0626
Answer 137	-	Lelei vaivai 0.0593	Lelei vaivai 0.0527	Leaga vaivai -0.0098	Leaga vaivai -0.0154	Leaga vaivai -0.0047	Leaga vaivai -0.0139	Leaga vaivai -0.0298
Answer 138	-	Lelei vaivai 0.0201	Lelei vaivai 0.0094	Lelei vaivai 0.0195	Leaga vaivai -0.0154	Leaga vaivai -0.0424	Lelei vaivai 0.0459	Leaga vaivai -0.0205
Answer 139	-	Leaga vaivai -0.0550	Leaga vaivai -0.0376	Leaga vaivai -0.0579	Lelei vaivai 0.0339	Lelei vaivai 0.0439	Lelei vaivai 0.1060	Leaga vaivai -0.0565
Answer 140	-	Leaga vaivai -0.0464	Leaga vaivai -0.0710	Lelei vaivai 0.0370	Lelei vaivai 0.0032	Leaga vaivai -0.0125	Leaga vaivai -0.0923	Lelei vaivai 0.1291
Atinaʻe faaletagata lava ia (o le a le tele e te malie ai pe le malie?)
Answer 141	-	Leaga vaivai -0.0725	Leaga vaivai -0.0728	Lelei vaivai 0.0332	Leaga vaivai -0.0351	Leaga vaivai -0.0178	Leaga vaivai -0.0527	Lelei vaivai 0.1609
Answer 142	-	Leaga vaivai -0.0016	Leaga vaivai -0.0155	Lelei vaivai 0.0006	Lelei vaivai 0.0163	Lelei vaivai 0.0007	Lelei vaivai 0.0292	Leaga vaivai -0.0312
Answer 143	-	Lelei vaivai 0.0509	Lelei vaivai 0.0715	Leaga vaivai -0.0440	Lelei vaivai 0.0482	Leaga vaivai -0.0043	Lelei vaivai 0.0464	Leaga vaivai -0.1233
Answer 144	-	Lelei vaivai 0.0556	Lelei vaivai 0.0330	Leaga vaivai -0.0114	Leaga vaivai -0.0097	Lelei vaivai 0.0126	Lelei vaivai 0.0092	Leaga vaivai -0.0567
Answer 145	-	Lelei vaivai 0.0130	Lelei vaivai 0.0105	Lelei vaivai 0.0086	Lelei vaivai 0.0399	Lelei vaivai 0.0166	Lelei vaivai 0.0163	Leaga vaivai -0.0916
Answer 146	-	Lelei vaivai 0.0149	Lelei vaivai 0.0622	Leaga vaivai -0.0304	Leaga vaivai -0.0297	Lelei vaivai 0.0505	Leaga vaivai -0.0043	Leaga vaivai -0.0405
Answer 147	-	Lelei vaivai 0.0537	Lelei vaivai 0.0399	Lelei vaivai 0.0103	Leaga vaivai -0.0170	Leaga vaivai -0.0198	Leaga vaivai -0.0228	Leaga vaivai -0.0121
4) Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 148	-	Lelei vaivai 0.0152	Leaga vaivai -0.0785	Leaga vaivai -0.0051	Lelei vaivai 0.0085	Lelei vaivai 0.0223	Leaga vaivai -0.0621	Lelei vaivai 0.0671
Answer 149	-	Leaga vaivai -0.0650	Leaga vaivai -0.0769	Leaga vaivai -0.0369	Leaga vaivai -0.0020	Lelei vaivai 0.0724	Lelei vaivai 0.0202	Lelei vaivai 0.0370
Answer 150	-	Leaga vaivai -0.0299	Lelei vaivai 0.0655	Lelei vaivai 0.0072	Lelei vaivai 0.0122	Leaga vaivai -0.0047	Lelei vaivai 0.0383	Leaga vaivai -0.0690
Answer 151	-	Lelei vaivai 0.0791	Lelei vaivai 0.0682	Leaga vaivai -0.0245	Leaga vaivai -0.0060	Leaga vaivai -0.0579	Lelei vaivai 0.0146	Leaga vaivai -0.0210
Answer 152	-	Lelei vaivai 0.0413	Lelei vaivai 0.0724	Lelei vaivai 0.0502	Leaga vaivai -0.0218	Leaga vaivai -0.0541	Lelei vaivai 0.0343	Leaga vaivai -0.0735
Answer 153	-	Lelei vaivai 0.0405	Lelei vaivai 0.0606	Lelei vaivai 0.0700	Leaga vaivai -0.0152	Leaga vaivai -0.0905	Leaga vaivai -0.0086	Leaga vaivai -0.0160
Answer 154	-	Lelei vaivai 0.0020	Lelei vaivai 0.0998	Lelei vaivai 0.0382	Lelei vaivai 0.0026	Leaga vaivai -0.0473	Leaga vaivai -0.0159	Leaga vaivai -0.0381
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 155	-	Lelei vaivai 0.0339	Leaga vaivai -0.0376	Lelei vaivai 0.0290	Lelei vaivai 0.0138	Lelei vaivai 0.0361	Leaga vaivai -0.0975	Lelei vaivai 0.0087
Answer 156	-	Leaga vaivai -0.0298	Leaga vaivai -0.0526	Leaga vaivai -0.0429	Lelei vaivai 0.0026	Lelei vaivai 0.0513	Lelei vaivai 0.0172	Lelei vaivai 0.0285
Answer 157	-	Lelei vaivai 0.0050	Leaga vaivai -0.0366	Leaga vaivai -0.0307	Leaga vaivai -0.0110	Lelei vaivai 0.0188	Lelei vaivai 0.0516	Leaga vaivai -0.0061
Answer 158	-	Lelei vaivai 0.0036	Lelei vaivai 0.0409	Lelei vaivai 0.0073	Leaga vaivai -0.0116	Leaga vaivai -0.0580	Lelei vaivai 0.0406	Leaga vaivai -0.0016
Answer 159	-	Lelei vaivai 0.0134	Lelei vaivai 0.0781	Lelei vaivai 0.0281	Leaga vaivai -0.0106	Leaga vaivai -0.0436	Lelei vaivai 0.0137	Leaga vaivai -0.0446
Answer 160	-	Leaga vaivai -0.0165	Lelei vaivai 0.0941	Lelei vaivai 0.0309	Lelei vaivai 0.0200	Leaga vaivai -0.0788	Leaga vaivai -0.0068	Leaga vaivai -0.0155
Answer 161	-	Leaga vaivai -0.0322	Lelei vaivai 0.0498	Lelei vaivai 0.0308	Leaga vaivai -0.0092	Leaga vaivai -0.0340	Lelei vaivai 0.0153	Leaga vaivai -0.0078
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 162	-	Lelei vaivai 0.0357	Lelei vaivai 0.0702	Lelei vaivai 0.0389	Leaga vaivai -0.0023	Leaga vaivai -0.0512	Leaga vaivai -0.0386	Leaga vaivai -0.0128
Answer 163	-	Lelei vaivai 0.0218	Lelei vaivai 0.0976	Lelei vaivai 0.0257	Lelei vaivai 0.0067	Leaga vaivai -0.0473	Lelei vaivai 0.0035	Leaga vaivai -0.0589
Answer 164	-	Leaga vaivai -0.0103	Lelei vaivai 0.0182	Lelei vaivai 0.0033	Lelei vaivai 0.0199	Lelei vaivai 0.0229	Lelei vaivai 0.0097	Leaga vaivai -0.0578
Answer 165	-	Lelei vaivai 0.0378	Leaga vaivai -0.0059	Lelei vaivai 0.0023	Leaga vaivai -0.0410	Leaga vaivai -0.0007	Lelei vaivai 0.0013	Lelei vaivai 0.0141
Answer 166	-	Leaga vaivai -0.0091	Leaga vaivai -0.0009	Leaga vaivai -0.0310	Leaga vaivai -0.0156	Lelei vaivai 0.0279	Lelei vaivai 0.0601	Leaga vaivai -0.0309
Answer 167	-	Leaga vaivai -0.0014	Leaga vaivai -0.0467	Lelei vaivai 0.0098	Leaga vaivai -0.0371	Lelei vaivai 0.0102	Lelei vaivai 0.0185	Lelei vaivai 0.0317
Answer 168	-	Leaga vaivai -0.0499	Leaga vaivai -0.0915	Leaga vaivai -0.0378	Lelei vaivai 0.0509	Lelei vaivai 0.0270	Leaga vaivai -0.0419	Lelei vaivai 0.0815
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 169	-	Lelei vaivai 0.0192	Lelei vaivai 0.0915	Lelei vaivai 0.0218	Leaga vaivai -0.0783	Leaga vaivai -0.0097	Leaga vaivai -0.0118	Lelei vaivai 0.0097
Answer 170	-	Lelei vaivai 0.0356	Leaga vaivai -0.0035	Lelei vaivai 0.0074	Leaga vaivai -0.0814	Lelei vaivai 0.0180	Leaga vaivai -0.0031	Lelei vaivai 0.0404
Answer 171	-	Lelei vaivai 0.0266	Lelei vaivai 0.0415	Leaga vaivai -0.0099	Leaga vaivai -0.0781	Lelei vaivai 0.0215	Lelei vaivai 0.0473	Leaga vaivai -0.0163
Answer 172	-	Lelei vaivai 0.0648	Leaga vaivai -0.0118	Lelei vaivai 0.0128	Leaga vaivai -0.0646	Leaga vaivai -0.0043	Lelei vaivai 0.0027	Lelei vaivai 0.0159
Answer 173	-	Lelei vaivai 0.0046	Leaga vaivai -0.0213	Leaga vaivai -0.0259	Lelei vaivai 0.0221	Lelei vaivai 0.0117	Lelei vaivai 0.0199	Leaga vaivai -0.0189
Answer 174	-	Lelei vaivai 0.0037	Leaga vaivai -0.0234	Leaga vaivai -0.0210	Lelei vaivai 0.0152	Leaga vaivai -0.0243	Lelei vaivai 0.0513	Leaga vaivai -0.0065
Answer 175	-	Leaga vaivai -0.0967	Leaga vaivai -0.0336	Lelei vaivai 0.0147	Lelei vaivai 0.1585	Leaga vaivai -0.0043	Leaga vaivai -0.0779	Leaga vaivai -0.0135
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 176	-	Lelei vaivai 0.0006	Leaga vaivai -0.0582	Leaga vaivai -0.0145	Lelei vaivai 0.0208	Lelei vaivai 0.0681	Leaga vaivai -0.0412	Leaga vaivai -0.0009
Answer 177	-	Leaga vaivai -0.0197	Leaga vaivai -0.0393	Lelei vaivai 0.0092	Lelei vaivai 0.0119	Leaga vaivai -0.0193	Lelei vaivai 0.0363	Lelei vaivai 0.0048
Answer 178	-	Leaga vaivai -0.0083	Lelei vaivai 0.0459	Leaga vaivai -0.0106	Leaga vaivai -0.0230	Leaga vaivai -0.0229	Lelei vaivai 0.0549	Leaga vaivai -0.0193
Answer 179	-	Lelei vaivai 0.0323	Lelei vaivai 0.0466	Lelei vaivai 0.0017	Lelei vaivai 0.0012	Leaga vaivai -0.0560	Leaga vaivai -0.0186	Lelei vaivai 0.0135
Answer 180	-	Lelei vaivai 0.0196	Lelei vaivai 0.0071	Leaga vaivai -0.0173	Leaga vaivai -0.0401	Lelei vaivai 0.0275	Leaga vaivai -0.0006	Lelei vaivai 0.0164
Answer 181	-	Leaga vaivai -0.0135	Lelei vaivai 0.1003	Lelei vaivai 0.0123	Lelei vaivai 0.0264	Lelei vaivai 0.0061	Leaga vaivai -0.0492	Leaga vaivai -0.0524
Answer 182	-	Lelei vaivai 0.0139	Lelei vaivai 0.0219	Lelei vaivai 0.0430	Leaga vaivai -0.0467	Leaga vaivai -0.0653	Lelei vaivai 0.0047	Lelei vaivai 0.0449
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 183	-	Lelei vaivai 0.0698	Lelei vaivai 0.0848	Lelei vaivai 0.0054	Leaga vaivai -0.0408	Lelei vaivai 0.0387	Leaga vaivai -0.0449	Leaga vaivai -0.0600
Answer 184	-	Lelei vaivai 0.0091	Lelei vaivai 0.0236	Lelei vaivai 0.0244	Leaga vaivai -0.0536	Leaga vaivai -0.0113	Lelei vaivai 0.0547	Leaga vaivai -0.0242
Answer 185	-	Lelei vaivai 0.0222	Leaga vaivai -0.0367	Leaga vaivai -0.0478	Lelei vaivai 0.0062	Leaga vaivai -0.0225	Lelei vaivai 0.0685	Lelei vaivai 0.0027
Answer 186	-	Lelei vaivai 0.0045	Lelei vaivai 0.0411	Lelei vaivai 0.0061	Leaga vaivai -0.0203	Leaga vaivai -0.0471	Lelei vaivai 0.0102	Lelei vaivai 0.0237
Answer 187	-	Leaga vaivai -0.0043	Leaga vaivai -0.0040	Lelei vaivai 0.0076	Leaga vaivai -0.0322	Lelei vaivai 0.0079	Lelei vaivai 0.0647	Leaga vaivai -0.0285
Answer 188	-	Leaga vaivai -0.0068	Leaga vaivai -0.0341	Lelei vaivai 0.0052	Lelei vaivai 0.0245	Lelei vaivai 0.0281	Leaga vaivai -0.0248	Leaga vaivai -0.0089
Answer 189	-	Leaga vaivai -0.0688	Leaga vaivai -0.0499	Lelei vaivai 8.20E-5	Lelei vaivai 0.0759	Leaga vaivai -0.0002	Leaga vaivai -0.0786	Lelei vaivai 0.0670
Sootaga lelei ma isi (o le a le tele o lou malilie pe le malie?)
Answer 190	-	Lelei vaivai 0.0100	Leaga vaivai -0.0640	Leaga vaivai -0.0338	Lelei vaivai 0.0279	Lelei vaivai 0.0679	Leaga vaivai -0.0635	Lelei vaivai 0.0259
Answer 191	-	Leaga vaivai -0.0382	Leaga vaivai -0.0191	Lelei vaivai 0.0128	Lelei vaivai 0.0047	Leaga vaivai -0.0144	Lelei vaivai 0.0671	Leaga vaivai -0.0254
Answer 192	-	Leaga vaivai -0.0283	Lelei vaivai 0.0286	Lelei vaivai 0.0268	Leaga vaivai -0.0138	Leaga vaivai -0.0341	Lelei vaivai 0.0416	Leaga vaivai -0.0115
Answer 193	-	Lelei vaivai 0.0654	Lelei vaivai 0.0795	Lelei vaivai 0.0065	Leaga vaivai -0.0141	Leaga vaivai -0.0580	Leaga vaivai -0.0127	Leaga vaivai -0.0143
Answer 194	-	Lelei vaivai 0.0043	Lelei vaivai 0.0348	Leaga vaivai -0.0294	Leaga vaivai -0.0148	Leaga vaivai -0.0050	Lelei vaivai 0.0326	Leaga vaivai -0.0081
Answer 195	-	Lelei vaivai 0.0215	Lelei vaivai 0.0406	Lelei vaivai 0.0051	Leaga vaivai -0.0066	Leaga vaivai -0.0096	Leaga vaivai -0.0481	Lelei vaivai 0.0129
Answer 196	-	Lelei vaivai 0.0044	Lelei vaivai 0.0179	Lelei vaivai 0.0509	Leaga vaivai -0.0446	Leaga vaivai -0.0224	Leaga vaivai -0.0275	Lelei vaivai 0.0297
5) Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 197	-	Leaga vaivai -0.0456	Leaga vaivai -0.0415	Lelei vaivai 0.0295	Lelei vaivai 0.1852	Leaga vaivai -0.0594	Leaga vaivai -0.1331	Lelei vaivai 0.0137
Answer 198	-	Leaga vaivai -0.0028	Leaga vaivai -0.0033	Leaga vaivai -0.0333	Leaga vaivai -0.0455	Lelei vaivai 0.0179	Lelei vaivai 0.0685	Lelei vaivai 0.0021
Answer 199	-	Lelei vaivai 0.0194	Leaga vaivai -0.0207	Lelei vaivai 0.0199	Leaga vaivai -0.1178	Lelei vaivai 0.0753	Lelei vaivai 0.0545	Leaga vaivai -0.0174
Answer 200	-	Lelei vaivai 0.0633	Lelei vaivai 0.0648	Leaga vaivai -0.0337	Leaga vaivai -0.0841	Leaga vaivai -0.0120	Lelei vaivai 0.0338	Lelei vaivai 0.0168
Answer 201	-	Lelei vaivai 0.0066	Lelei vaivai 0.0050	Lelei vaivai 0.0112	Leaga vaivai -0.0461	Leaga vaivai -0.0161	Lelei vaivai 0.0522	Lelei vaivai 0.0012
Answer 202	-	Leaga vaivai -0.0079	Lelei vaivai 0.0105	Leaga vaivai -0.0190	Leaga vaivai -0.0129	Lelei vaivai 0.0355	Lelei vaivai 0.0120	Leaga vaivai -0.0174
Answer 203	-	Lelei vaivai 0.0323	Lelei vaivai 0.1158	Lelei vaivai 0.0157	Leaga vaivai -0.0532	Leaga vaivai -0.0187	Lelei vaivai 0.0035	Leaga vaivai -0.0366
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 204	-	Lelei vaivai 0.0751	Lelei vaivai 0.0546	Leaga vaivai -0.0167	Leaga vaivai -0.1157	Lelei vaivai 0.0239	Lelei vaivai 0.0014	Lelei vaivai 0.0209
Answer 205	-	Lelei vaivai 0.0760	Lelei vaivai 0.0440	Leaga vaivai -0.0198	Leaga vaivai -0.1650	Lelei vaivai 0.0234	Lelei vaivai 0.0072	Lelei vaivai 0.0769
Answer 206	-	Leaga vaivai -0.0077	Leaga vaivai -0.0252	Leaga vaivai -0.0101	Leaga vaivai -0.0603	Lelei vaivai 0.0366	Lelei vaivai 0.0320	Lelei vaivai 0.0269
Answer 207	-	Lelei vaivai 0.0141	Lelei vaivai 0.0112	Leaga vaivai -0.0133	Leaga vaivai -0.0282	Leaga vaivai -0.0263	Lelei vaivai 0.0046	Lelei vaivai 0.0444
Answer 208	-	Leaga vaivai -0.0037	Leaga vaivai -0.0105	Leaga vaivai -0.0193	Lelei vaivai 0.0127	Lelei vaivai 0.0091	Lelei vaivai 0.0533	Leaga vaivai -0.0422
Answer 209	-	Leaga vaivai -0.0445	Leaga vaivai -0.0816	Lelei vaivai 0.0039	Lelei vaivai 0.0398	Lelei vaivai 0.0034	Lelei vaivai 0.0393	Leaga vaivai -1.05E-5
Answer 210	-	Leaga vaivai -0.0471	Lelei vaivai 0.0335	Lelei vaivai 0.0465	Lelei vaivai 0.1764	Leaga vaivai -0.0448	Leaga vaivai -0.1025	Leaga vaivai -0.0745
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 211	-	Leaga vaivai -0.0403	Leaga vaivai -0.0549	Lelei vaivai 0.0734	Lelei vaivai 0.1038	Leaga vaivai -0.0498	Leaga vaivai -0.1348	Lelei vaivai 0.0553
Answer 212	-	Leaga vaivai -0.0433	Leaga vaivai -0.0130	Leaga vaivai -0.0210	Lelei vaivai 0.0250	Leaga vaivai -0.0193	Lelei vaivai 0.0482	Lelei vaivai 0.0049
Answer 213	-	Lelei vaivai 0.0233	Lelei vaivai 0.0086	Leaga vaivai -0.0195	Leaga vaivai -0.0874	Lelei vaivai 0.0433	Lelei vaivai 0.0417	Lelei vaivai 0.0067
Answer 214	-	Lelei vaivai 0.0533	Lelei vaivai 0.0576	Leaga vaivai -0.0676	Leaga vaivai -0.0240	Lelei vaivai 0.0228	Lelei vaivai 0.0061	Leaga vaivai -0.0126
Answer 215	-	Lelei vaivai 0.0451	Lelei vaivai 0.0316	Leaga vaivai -0.0035	Leaga vaivai -0.0475	Lelei vaivai 0.0277	Lelei vaivai 0.0507	Leaga vaivai -0.0675
Answer 216	-	Lelei vaivai 0.0153	Lelei vaivai 0.0170	Lelei vaivai 0.0037	Leaga vaivai -0.0173	Lelei vaivai 0.0127	Lelei vaivai 0.0439	Leaga vaivai -0.0549
Answer 217	-	Lelei vaivai 0.0257	Lelei vaivai 0.0252	Leaga vaivai -0.0106	Leaga vaivai -0.0677	Lelei vaivai 0.0220	Lelei vaivai 0.0507	Leaga vaivai -0.0196
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 218	-	Leaga vaivai -0.0619	Leaga vaivai -0.0555	Lelei vaivai 0.0886	Lelei vaivai 0.1304	Leaga vaivai -0.0492	Leaga vaivai -0.0896	Leaga vaivai -0.0110
Answer 219	-	Leaga vaivai -0.0212	Lelei vaivai 0.0239	Leaga vaivai -0.0411	Leaga vaivai -0.0211	Leaga vaivai -0.0056	Lelei vaivai 0.0312	Lelei vaivai 0.0350
Answer 220	-	Leaga vaivai -0.0005	Lelei vaivai 0.0085	Leaga vaivai -0.0025	Lelei vaivai 0.0020	Leaga vaivai -0.0086	Lelei vaivai 0.0322	Leaga vaivai -0.0260
Answer 221	-	Lelei vaivai 0.0638	Lelei vaivai 0.0240	Leaga vaivai -0.0348	Leaga vaivai -0.0739	Lelei vaivai 0.0351	Lelei vaivai 0.0052	Lelei vaivai 0.0125
Answer 222	-	Lelei vaivai 0.0473	Lelei vaivai 0.0115	Lelei vaivai 0.0028	Leaga vaivai -0.0975	Lelei vaivai 0.0398	Lelei vaivai 0.0533	Leaga vaivai -0.0259
Answer 223	-	Lelei vaivai 0.0078	Leaga vaivai -0.0152	Leaga vaivai -0.0395	Leaga vaivai -0.0035	Lelei vaivai 0.0342	Lelei vaivai 0.0273	Leaga vaivai -0.0123
Answer 224	-	Lelei vaivai 0.0242	Lelei vaivai 0.0356	Leaga vaivai -0.0296	Leaga vaivai -0.0301	Lelei vaivai 0.0001	Leaga vaivai -0.0060	Lelei vaivai 0.0232
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 225	-	Lelei vaivai 0.0475	Lelei vaivai 0.0807	Lelei vaivai 0.0144	Leaga vaivai -0.0610	Lelei vaivai 0.0026	Leaga vaivai -0.0026	Leaga vaivai -0.0319
Answer 226	-	Lelei vaivai 0.0869	Lelei vaivai 0.0435	Leaga vaivai -0.0002	Leaga vaivai -0.0522	Lelei vaivai 0.0348	Leaga vaivai -0.0057	Leaga vaivai -0.0585
Answer 227	-	Leaga vaivai -0.0306	Leaga vaivai -0.0062	Leaga vaivai -0.0376	Leaga vaivai -0.0336	Lelei vaivai 0.0430	Lelei vaivai 0.0514	Lelei vaivai 0.0022
Answer 228	-	Lelei vaivai 0.0055	Lelei vaivai 0.0342	Leaga vaivai -0.0026	Leaga vaivai -0.0037	Leaga vaivai -0.0225	Lelei vaivai 0.0346	Leaga vaivai -0.0244
Answer 229	-	Lelei vaivai 0.0097	Leaga vaivai -0.0140	Leaga vaivai -0.0107	Leaga vaivai -0.0130	Leaga vaivai -0.0404	Lelei vaivai 0.0374	Lelei vaivai 0.0319
Answer 230	-	Leaga vaivai -0.0224	Leaga vaivai -0.0480	Leaga vaivai -0.0080	Lelei vaivai 0.0340	Lelei vaivai 0.0198	Lelei vaivai 0.0292	Leaga vaivai -0.0271
Answer 231	-	Leaga vaivai -0.0575	Leaga vaivai -0.0439	Lelei vaivai 0.0337	Lelei vaivai 0.0772	Leaga vaivai -0.0347	Leaga vaivai -0.1001	Lelei vaivai 0.0765
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 232	-	Lelei vaivai 0.0209	Lelei vaivai 0.0305	Lelei vaivai 0.0218	Leaga vaivai -0.0277	Leaga vaivai -0.0133	Leaga vaivai -0.0083	Leaga vaivai -0.0053
Answer 233	-	Lelei vaivai 0.0016	Lelei vaivai 0.0346	Lelei vaivai 0.0035	Leaga vaivai -0.0034	Leaga vaivai -0.0246	Leaga vaivai -0.0117	Lelei vaivai 0.0157
Answer 234	-	Lelei vaivai 0.0092	Leaga vaivai -0.0447	Lelei vaivai 0.0063	Leaga vaivai -0.0381	Leaga vaivai -0.0166	Leaga vaivai -0.0039	Lelei vaivai 0.0716
Answer 235	-	Lelei vaivai 0.0192	Lelei vaivai 0.0687	Lelei vaivai 0.0313	Leaga vaivai -0.0067	Leaga vaivai -0.0089	Leaga vaivai -0.0389	Leaga vaivai -0.0350
Answer 236	-	Leaga vaivai -0.0207	Lelei vaivai 0.0488	Leaga vaivai -0.0461	Leaga vaivai -0.0021	Lelei vaivai 0.0070	Lelei vaivai 0.0552	Leaga vaivai -0.0305
Answer 237	-	Leaga vaivai -0.0426	Leaga vaivai -0.0358	Leaga vaivai -0.0396	Lelei vaivai 0.0241	Lelei vaivai 0.0548	Lelei vaivai 0.0237	Leaga vaivai -0.0140
Answer 238	-	Lelei vaivai 0.0160	Leaga vaivai -0.0487	Lelei vaivai 0.0200	Lelei vaivai 0.0207	Leaga vaivai -0.0113	Leaga vaivai -0.0113	Lelei vaivai 0.0046
Faamoemoega i le olaga (o le a le tele o lou ioe pe le malie?)
Answer 239	-	Leaga vaivai -0.0034	Lelei vaivai 0.0882	Lelei vaivai 0.0396	Leaga vaivai -0.0132	Leaga vaivai -0.0029	Leaga vaivai -0.0120	Leaga vaivai -0.0603
Answer 240	-	Lelei vaivai 0.0909	Leaga vaivai -0.0071	Lelei vaivai 0.0222	Leaga vaivai -0.0226	Leaga vaivai -0.0253	Lelei vaivai 0.0251	Leaga vaivai -0.0474
Answer 241	-	Leaga vaivai -0.0109	Lelei vaivai 0.0270	Leaga vaivai -0.0252	Leaga vaivai -0.0022	Lelei vaivai 0.0487	Lelei vaivai 0.0433	Leaga vaivai -0.0700
Answer 242	-	Lelei vaivai 0.0330	Lelei vaivai 0.0325	Leaga vaivai -0.0339	Leaga vaivai -0.0279	Leaga vaivai -0.0589	Lelei vaivai 0.0333	Lelei vaivai 0.0449
Answer 243	-	Leaga vaivai -0.0423	Leaga vaivai -0.0004	Leaga vaivai -0.0492	Lelei vaivai 0.0339	Lelei vaivai 0.0334	Lelei vaivai 0.0141	Leaga vaivai -0.0089
Answer 244	-	Leaga vaivai -0.0462	Leaga vaivai -0.0752	Lelei vaivai 0.0175	Leaga vaivai -0.0192	Lelei vaivai 0.0183	Leaga vaivai -0.0097	Lelei vaivai 0.0705
Answer 245	-	Leaga vaivai -0.0185	Leaga vaivai -0.0333	Lelei vaivai 0.0247	Lelei vaivai 0.0422	Leaga vaivai -0.0147	Leaga vaivai -0.0781	Lelei vaivai 0.0505
6) Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 246	-	Lelei vaivai 0.0310	Lelei vaivai 0.1206	Lelei vaivai 0.0029	Leaga vaivai -0.0429	Lelei vaivai 0.0099	Leaga vaivai -0.0204	Leaga vaivai -0.0452
Answer 247	-	Lelei vaivai 0.0254	Lelei vaivai 0.0532	Lelei vaivai 0.0353	Leaga vaivai -0.0106	Leaga vaivai -0.0585	Lelei vaivai 0.0798	Leaga vaivai -0.0810
Answer 248	-	Lelei vaivai 0.0216	Leaga vaivai -0.0187	Leaga vaivai -0.0051	Lelei vaivai 0.0226	Lelei vaivai 0.0584	Leaga vaivai -0.0141	Leaga vaivai -0.0656
Answer 249	-	Lelei vaivai 0.0054	Leaga vaivai -0.0067	Leaga vaivai -0.0429	Leaga vaivai -0.0056	Leaga vaivai -0.0245	Lelei vaivai 0.0020	Lelei vaivai 0.0659
Answer 250	-	Leaga vaivai -0.0193	Lelei vaivai 0.0162	Leaga vaivai -0.0093	Leaga vaivai -0.0025	Leaga vaivai -0.0199	Lelei vaivai 0.0353	Lelei vaivai 0.0001
Answer 251	-	Leaga vaivai -0.0111	Leaga vaivai -0.0667	Leaga vaivai -0.0167	Lelei vaivai 0.0156	Lelei vaivai 0.0085	Lelei vaivai 0.0419	Lelei vaivai 0.0034
Answer 252	-	Leaga vaivai -0.0406	Leaga vaivai -0.0545	Lelei vaivai 0.0224	Lelei vaivai 0.0092	Lelei vaivai 0.0139	Leaga vaivai -0.1006	Lelei vaivai 0.1043
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 253	-	Leaga vaivai -0.0563	Leaga vaivai -0.0537	Lelei vaivai 0.0484	Lelei vaivai 0.0302	Leaga vaivai -0.0051	Leaga vaivai -0.1142	Lelei vaivai 0.0997
Answer 254	-	Leaga vaivai -0.0234	Leaga vaivai -0.0561	Leaga vaivai -0.0244	Lelei vaivai 0.0061	Lelei vaivai 0.0253	Lelei vaivai 0.0435	Lelei vaivai 0.0035
Answer 255	-	Lelei vaivai 0.0174	Leaga vaivai -0.0201	Leaga vaivai -0.0483	Leaga vaivai -0.0532	Lelei vaivai 0.0245	Lelei vaivai 0.0852	Leaga vaivai -0.0008
Answer 256	-	Lelei vaivai 0.0285	Lelei vaivai 0.0389	Leaga vaivai -0.0240	Leaga vaivai -0.0226	Leaga vaivai -0.0188	Lelei vaivai 0.0407	Leaga vaivai -0.0150
Answer 257	-	Lelei vaivai 0.0619	Lelei vaivai 0.0504	Leaga vaivai -0.0092	Lelei vaivai 0.0311	Lelei vaivai 0.0071	Leaga vaivai -0.0219	Leaga vaivai -0.0808
Answer 258	-	Leaga vaivai -0.0120	Lelei vaivai 0.0536	Lelei vaivai 0.0352	Lelei vaivai 0.0433	Leaga vaivai -0.0654	Lelei vaivai 0.0048	Leaga vaivai -0.0401
Answer 259	-	Lelei vaivai 0.0506	Lelei vaivai 0.1039	Lelei vaivai 0.0329	Leaga vaivai -0.0601	Lelei vaivai 0.0141	Leaga vaivai -0.0309	Leaga vaivai -0.0551
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 260	-	Lelei vaivai 0.0673	Lelei vaivai 0.0910	Lelei vaivai 0.0275	Leaga vaivai -0.0800	Lelei vaivai 0.0286	Leaga vaivai -0.0114	Leaga vaivai -0.0622
Answer 261	-	Leaga vaivai -0.0149	Lelei vaivai 0.0536	Leaga vaivai -0.0304	Lelei vaivai 0.0030	Leaga vaivai -0.0071	Lelei vaivai 0.0423	Leaga vaivai -0.0292
Answer 262	-	Lelei vaivai 0.0569	Lelei vaivai 0.0044	Leaga vaivai -0.0172	Lelei vaivai 0.0193	Lelei vaivai 0.0561	Leaga vaivai -0.0184	Leaga vaivai -0.0786
Answer 263	-	Leaga vaivai -0.0080	Leaga vaivai -0.0128	Leaga vaivai -0.0253	Leaga vaivai -0.0019	Leaga vaivai -0.0210	Lelei vaivai 0.0144	Lelei vaivai 0.0441
Answer 264	-	Lelei vaivai 0.0075	Leaga vaivai -0.0046	Lelei vaivai 0.0049	Leaga vaivai -0.0124	Leaga vaivai -0.0616	Lelei vaivai 0.0553	Lelei vaivai 0.0186
Answer 265	-	Leaga vaivai -0.0262	Leaga vaivai -0.0729	Lelei vaivai 0.0073	Leaga vaivai -0.0104	Leaga vaivai -0.0150	Lelei vaivai 0.0924	Lelei vaivai 0.0035
Answer 266	-	Leaga vaivai -0.0606	Leaga vaivai -0.0445	Lelei vaivai 0.0307	Lelei vaivai 0.0606	Lelei vaivai 0.0084	Leaga vaivai -0.1422	Lelei vaivai 0.0889
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 267	-	Leaga vaivai -0.0488	Leaga vaivai -0.0250	Lelei vaivai 0.0450	Lelei vaivai 0.0975	Leaga vaivai -0.0400	Leaga vaivai -0.1395	Lelei vaivai 0.0673
Answer 268	-	Leaga vaivai -0.0155	Leaga vaivai -0.0464	Leaga vaivai -0.0065	Leaga vaivai -0.0171	Leaga vaivai -0.0109	Lelei vaivai 0.0695	Lelei vaivai 0.0130
Answer 269	-	Lelei vaivai 0.0053	Leaga vaivai -0.0094	Leaga vaivai -0.0262	Lelei vaivai 0.0025	Lelei vaivai 0.0218	Leaga vaivai -0.0023	Lelei vaivai 0.0024
Answer 270	-	Lelei vaivai 0.0026	Lelei vaivai 0.0609	Leaga vaivai -0.0510	Leaga vaivai -0.0396	Lelei vaivai 0.0201	Lelei vaivai 0.0644	Leaga vaivai -0.0317
Answer 271	-	Lelei vaivai 0.0549	Leaga vaivai -0.0005	Leaga vaivai -0.0119	Leaga vaivai -0.0486	Lelei vaivai 0.0243	Lelei vaivai 0.0684	Leaga vaivai -0.0550
Answer 272	-	Lelei vaivai 0.0442	Lelei vaivai 0.0532	Lelei vaivai 0.0107	Leaga vaivai -0.0384	Leaga vaivai -0.0095	Lelei vaivai 0.0528	Leaga vaivai -0.0667
Answer 273	-	Lelei vaivai 0.0365	Lelei vaivai 0.0718	Lelei vaivai 0.0283	Leaga vaivai -0.0658	Lelei vaivai 0.0502	Leaga vaivai -0.0562	Leaga vaivai -0.0268
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 274	-	Leaga vaivai -0.0037	Lelei vaivai 0.0038	Lelei vaivai 0.0423	Lelei vaivai 0.0669	Leaga vaivai -0.0545	Leaga vaivai -0.1236	Lelei vaivai 0.0528
Answer 275	-	Leaga vaivai -0.0097	Leaga vaivai -0.0318	Lelei vaivai 0.0221	Lelei vaivai 0.0015	Leaga vaivai -0.0284	Lelei vaivai 0.0410	Lelei vaivai 8.25E-5
Answer 276	-	Leaga vaivai -0.0046	Leaga vaivai -0.0365	Leaga vaivai -0.0069	Lelei vaivai 0.0172	Leaga vaivai -0.0030	Lelei vaivai 0.0134	Lelei vaivai 0.0033
Answer 277	-	Leaga vaivai -0.0200	Leaga vaivai -0.0068	Leaga vaivai -0.0648	Leaga vaivai -0.0408	Lelei vaivai 0.0623	Lelei vaivai 0.0439	Lelei vaivai 0.0169
Answer 278	-	Lelei vaivai 0.0148	Lelei vaivai 0.0201	Leaga vaivai -0.0141	Leaga vaivai -0.0149	Lelei vaivai 0.0279	Lelei vaivai 0.0590	Leaga vaivai -0.0715
Answer 279	-	Lelei vaivai 0.0344	Lelei vaivai 0.0353	Lelei vaivai 0.0075	Leaga vaivai -0.0468	Leaga vaivai -0.0146	Lelei vaivai 0.0266	Leaga vaivai -0.0118
Answer 280	-	Lelei vaivai 0.0184	Lelei vaivai 0.0754	Lelei vaivai 0.0085	Leaga vaivai -0.0242	Lelei vaivai 0.0467	Leaga vaivai -0.0393	Leaga vaivai -0.0528
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 281	-	Lelei vaivai 0.0502	Lelei vaivai 0.0830	Lelei vaivai 0.0563	Leaga vaivai -0.0470	Lelei vaivai 0.0023	Leaga vaivai -0.0309	Leaga vaivai -0.0634
Answer 282	-	Lelei vaivai 0.0951	Lelei vaivai 0.0349	Leaga vaivai -0.0215	Leaga vaivai -0.0305	Leaga vaivai -0.0010	Lelei vaivai 0.0155	Leaga vaivai -0.0445
Answer 283	-	Lelei vaivai 0.0069	Lelei vaivai 0.0331	Leaga vaivai -0.0058	Lelei vaivai 0.0335	Lelei vaivai 0.0222	Lelei vaivai 0.0167	Leaga vaivai -0.0868
Answer 284	-	Leaga vaivai -0.0003	Lelei vaivai 0.0060	Leaga vaivai -0.0350	Leaga vaivai -0.0182	Lelei vaivai 0.0017	Lelei vaivai 0.0659	Leaga vaivai -0.0140
Answer 285	-	Leaga vaivai -0.0265	Leaga vaivai -0.0429	Lelei vaivai 0.0252	Lelei vaivai 0.0276	Leaga vaivai -0.0569	Lelei vaivai 0.0114	Lelei vaivai 0.0370
Answer 286	-	Leaga vaivai -0.0745	Leaga vaivai -0.0265	Leaga vaivai -0.0519	Lelei vaivai 0.0208	Lelei vaivai 0.0204	Lelei vaivai 0.0399	Lelei vaivai 0.0374
Answer 287	-	Leaga vaivai -0.0388	Leaga vaivai -0.0697	Lelei vaivai 0.0451	Lelei vaivai 0.0124	Lelei vaivai 0.0023	Leaga vaivai -0.1146	Lelei vaivai 0.1110
Le lava-taliaina (o le a le tele e te malie ai pe le malie?)
Answer 288	-	Leaga vaivai -0.0426	Lelei vaivai 0.0164	Lelei vaivai 0.0501	Lelei vaivai 0.0525	Leaga vaivai -0.0435	Leaga vaivai -0.1157	Lelei vaivai 0.0598
Answer 289	-	Lelei vaivai 0.0045	Leaga vaivai -0.0829	Leaga vaivai -0.0235	Leaga vaivai -0.0144	Lelei vaivai 0.0198	Lelei vaivai 0.0649	Lelei vaivai 0.0088
Answer 290	-	Leaga vaivai -0.0344	Leaga vaivai -0.0036	Leaga vaivai -0.0172	Leaga vaivai -0.0112	Lelei vaivai 0.0273	Lelei vaivai 0.0536	Leaga vaivai -0.0218
Answer 291	-	Lelei vaivai 0.0880	Lelei vaivai 0.0357	Leaga vaivai -0.0317	Leaga vaivai -0.0370	Leaga vaivai -0.0219	Lelei vaivai 0.0368	Leaga vaivai -0.0203
Answer 292	-	Lelei vaivai 0.0239	Lelei vaivai 0.0295	Leaga vaivai -0.0187	Leaga vaivai -0.0039	Lelei vaivai 0.0412	Lelei vaivai 0.0116	Leaga vaivai -0.0626
Answer 293	-	Lelei vaivai 0.0180	Lelei vaivai 0.0443	Lelei vaivai 0.0152	Lelei vaivai 0.0023	Lelei vaivai 0.0083	Leaga vaivai -0.0161	Leaga vaivai -0.0507
Answer 294	-	Lelei vaivai 0.0223	Lelei vaivai 0.1323	Lelei vaivai 0.0107	Leaga vaivai -0.0707	Lelei vaivai 0.0004	Leaga vaivai -0.0031	Leaga vaivai -0.0299

Auina atu i fafo e MS sili

O le a maua lenei galuega i au lava VUCA palota

Ua lelei

Exploring correlations between the two systems, MBTI^® and Spiral Dynamics, could provide additional insights into motivational development and personality.

Some opportunities this could open up include:

Gaining a more multifaceted view of personality by seeing how motivational values at different Spiral levels interact with MBTI^® preferences. For example, Thinking types may express differently at Blue conformity-focused stages versus Orange achievement-focused stages.
Understanding nuanced developmental pathways for different personalities. For instance, mapping what transitional stages INTJs may pass through as they evolve in consciousness compared to ESFPs.
Diagnosing developmental conflicts and tensions within the same MBTI^® type driven by differing value systems. An ESTJ at the Red power-driven stage may experience internal tensions with one at the Orange efficiency-focused stage.
Appreciating how different MBTI^® functions or skill sets come to the fore at different Spiral levels. For example, Intuition was expressed more strongly in late Orange, and Feeling came online in early Green.
Tailoring coaching and development interventions by incorporating personality and motivational level insights. An INFP may need a different approach at Blue versus Green.

However, deriving such integrative insights requires avoiding simplistic stereotyping, acknowledging limitations in current Spiral Dynamics validation, and recognizing that personality and values are multi-faceted within individuals. If these complexities are accounted for, exploring potential connections between the frameworks could yield a more textured perspective on the interplay between personality type, values, and consciousness development over the lifespan. However, this endeavor requires extensive additional research and cautious interpretation.

BPS critiques MBTI^®'s dichotomous typing

Context: The BPS recognizes the MBTI^® as a personality assessment tool, but it critiques its dichotomous typing—i.e., the MBTI^®’s structure of categorizing people into one of 16 personality types based on four binary preferences (Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving). This critique stems from methodological and theoretical concerns.

Details:

Dichotomous Nature: The MBTI^® assigns individuals to one of two poles on each of its four dimensions (e.g., E or I, S or N), resulting in 16 discrete types (e.g., ISTJ, ENFP). This binary approach contrasts with continuous trait models like the Big Five, where traits (e.g., Neuroticism, Openness) are measured on a spectrum.
BPS Critique:
- Psychometric Concerns: The BPS, via its Psychological Testing Centre, notes that the dichotomous typing can oversimplify human personality, ignoring the gradations within individuals. For example, someone might score close to the midpoint between E and I but still be labeled as one or the other, potentially misrepresenting their true tendencies.
- Reliability Issues: Test-retest reliability for MBTI^® types can be inconsistent, with studies showing 40–50% of people receiving a different type upon retesting after weeks or months (Pittenger, 2005, Consulting Psychology Journal). This instability undermines the binary model’s stability, as the BPS highlights in its reviews.
- Validity Concerns: The BPS questions whether the types capture meaningful psychological constructs, especially compared to dimensional models. Correlations with the Big Five (e.g., E/I with Extraversion, T/F with Agreeableness) exist but are imperfect, suggesting the MBTI^®’s categories may not fully align with established personality science.
Practical Implications: The critique suggests the MBTI^®’s dichotomous typing risks pigeonholing individuals, reducing its utility for precise assessment or counseling. For instance, a person near the E/I threshold might not fit neatly into either category, leading to misinterpretation in workplace or clinical settings.
Sources: BPS’s Psychological Testing Centre reports (available via bps.org.uk) and Pittenger’s 2005 critique (Cautionary Comments Regarding the Myers-Briggs Type Inventory) detail this, noting the MBTI^®’s popularity doesn’t equate to scientific precision.

Summary: The BPS critiques MBTI^®’s dichotomous typing for oversimplifying personality, risking reliability and validity issues, and limiting its scientific depth compared to continuous models. This informs its cautious endorsement, emphasizing trained use to mitigate misinterpretation.

Ongoing Debates About MBTI^®'s Scientific Depth

Context: Despite BPS recognition and external validation studies since the 1940s, the MBTI^® faces ongoing debates about its scientific depth—its theoretical foundation, empirical support, and practical utility in psychology. These debates persist among researchers, practitioners, and critics.

Details:

Theoretical Foundation:
- Jungian Roots: MBTI^® stems from Carl Jung’s Psychological Types (1921), adapted by Katherine Briggs and Isabel Myers. Jung’s theory isn’t empirically validated like modern personality models—it’s based on clinical observations, not large-scale data, raising questions about its scientific basis.
- Critique: Many psychologists argue Jung’s typology lacks a falsifiable, testable framework. The MBTI^®’s translation into binary types (e.g., E/I) is seen as a stretch from Jung’s nuanced “functions” (e.g., Thinking, Feeling), lacking robust theoretical grounding (Barbuto, 1997, Psychological Reports).
Empirical Support:
- Reliability: While test-retest reliability for MBTI^® preferences shows
  r = 0.8–0.9
  over short intervals, type stability (16 combinations) drops significantly over time (e.g., 50% type change in 5 weeks, Pittenger, 1993, Journal of Career Planning). This challenges its consistency as a scientific tool.
- Validity: Correlations with the Big Five (e.g., E/I with Extraversion,
  r \approx 0.7
  ; T/F with Agreeableness,
  r \approx 0.3–0.5
  ) exist, but they’re imperfect (McCrae & Costa, 1989, Journal of Personality). Critics argue MBTI^® types don’t predict behavior or outcomes (e.g., job performance) as well as dimensional traits, questioning construct validity.
- Factor Analysis: Studies (e.g., Furnham et al., 2003, European Journal of Personality) suggest MBTI^® dimensions don’t always load cleanly onto distinct factors, hinting at overlap or redundancy compared to the Big Five’s clear structure.
Practical Utility vs. Science:
- Popularity: MBTI^®’s widespread use (e.g., in HR, counseling) doesn’t equate to scientific depth. Its appeal lies in accessibility and type descriptions, not empirical strength—critics (e.g., Pittenger, 2005) call it “pseudoscience” for overreaching its evidence.
- Critique of Dichotomy: The binary typing, as noted earlier, is a major sticking point—psychologists prefer continuous measures (e.g., NEO-PI-R) for their precision, fueling debates about MBTI^®’s scientific value.
Ongoing Debates:
- Proponents: Supporters (e.g., CPP Inc., Journal of Psychological Type) argue MBTI^®’s Jungian basis, reliability, and practical utility justify its use, citing decades of data and BPS/APA acceptance (though APA’s endorsement is limited).
- Critics: Academics (e.g., Paul, 2004, Skeptical Inquirer) question its scientific depth, noting poor predictive power, lack of longitudinal evidence, and reliance on self-report without objective measures. They contrast it with evidence-based models like the Big Five, which have extensive longitudinal and cross-cultural validation.
- BPS Stance: The BPS acknowledges MBTI^®’s utility but warns of its limitations, requiring trained administration to mitigate risks—reflecting this ongoing tension.
Recent Developments: As of 2025, debates continue in psychology forums and journals (e.g., Personality and Individual Differences). Some defend MBTI^®’s predictive validity in specific contexts (e.g., team dynamics), while others push for dimensional alternatives, questioning its depth for serious research.

Summary: The ongoing debates about MBTI^®’s scientific depth center on its theoretical (Jungian) roots, inconsistent reliability/validity, and practical popularity outstripping empirical support. Critics argue it’s more heuristic than scientific, while proponents highlight its utility, creating a polarized discourse that BPS navigates cautiously.

Conclusion

In summary, while the MBTI^® personality typology and Spiral Dynamics developmental spectrum offer distinct lenses, exploring their potential connections could yield additional insights. Observing how motivational values interact with personality preferences at different stages may provide a more multifaceted view of individual differences. However, directly coupling the two frameworks oversimplifies their nuances.

Each system has a different purpose and validation base. Individuals express multifaceted personalities and multi-layered values that resist rigid mapping between categories. Stereotyping risks must also be avoided. If these complexities are recognized, judiciously analyzing relationships between the two systems could contribute to a more textured understanding of personality and consciousness development. However, further research and careful interpretation are required to derive meaningful integrative insights from correlations.

An open and nuanced exploration of how motivational development interplays with personality types, without forcing definitive linkages, may offer complementary perspectives that enrich our comprehension of the psychology of individual differences. This endeavor promises intellectual rewards but requires diligence in acknowledging both frameworks' limitations and avoiding oversimplification. With care, synergies between them may help capture a fuller portrait of diversity in personality and values.

2025.03.04

Valeri Kosenko

Pule o le oloa SaaS SDTEST®

Valerii sa agavaa e avea ma aʻoaʻoga faʻaagafesootai-psychologist i le 1993 ma talu mai lena taimi na faʻaaogaina lona malamalama i le faʻatautaia o galuega.
Na maua e Valerii se faailoga o le Matai ma le agavaa o le poloketi ma le polokalame i le 2013. I le taimi o le polokalame a lona Matai, na masani ai o ia i le Project Roadmap (GPM Deutsche Gesellschaft für Projektmanagement e. V.) ma le Spiral Dynamics.
O Valerii o le tusitala o le suʻesuʻeina o le le mautonu o le V.U.C.A. manatu e fa'aaoga ai le Spiral Dynamics ma fuainumera fa'a-matematika i le mafaufau, ma le 38 palota fa'avaomalo.

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